User Guide
Why can I only view 3 results?
You can also view all results when you are connected from the network of member institutions only. For non-member institutions, we are opening a 1-month free trial version if institution officials apply.
So many results that aren't mine?
References in many bibliographies are sometimes referred to as "Surname, I", so the citations of academics whose Surname and initials are the same may occasionally interfere. This problem is often the case with citation indexes all over the world.
How can I see only citations to my article?
After searching the name of your article, you can see the references to the article you selected as soon as you click on the details section.
Institutional References Quartile Statistics FAQ User Guide Contact us
Institutional Application Application for Journals
Türkçe English
  Citation Number 14
 Views 19
 Downloands 4
Menu
Mendeley
Endnote
A hybrid sentiment analysis method for Turkish
2019
Journal:  
Turkish Journal of Electrical Engineering and Computer Science
Author:  
Abstract:

This paper presents a hybrid methodology for Turkish sentiment analysis, which combines the lexicon-based and machine learning (ML)-based approaches. On the lexicon-based side, we use a sentiment dictionary that is extended with a synonyms lexicon. Besides this, we tackle the classification problem with three supervised classifiers, naive Bayes, support vector machines, and J48, on the ML side. Our hybrid methodology combines these two approaches by generating a new lexicon-based value according to our feature generation algorithm and feeds it as one of the features to machine learning classifiers. Despite the linguistic challenges caused by the morphological structure of Turkish, the experimental results show that it improves the accuracy by 7 % on average.

Keywords:

Citation Owners
Attention!
To view citations of publications, you must access Sobiad from a Member University Network. You can contact the Library and Documentation Department for our institution to become a member of Sobiad.
Off-Campus Access
If you are affiliated with a Sobiad Subscriber organization, you can use Login Panel for external access. You can easily sign up and log in with your corporate e-mail address.
Similar Articles
1. Opinion Mining in Latvian Text Using Semantic Polarity Analysis and Machine Learning Approach
2016


  Details
 Download PDF
2. Keyword-based Sentiment Analysis of Covid-19 Related Tweets
2021


  Details
 Download PDF
3. Design and Analyze the Machine Learning Based Sarcasm Prediction Model for Social Media Context
2023


  Details
 Download PDF
4. Pronoun Resolution for Tweets in Turkish
2022


  Details
 Download PDF
5. Voting Combinations-Based Ensemble: A Hybrid Approach
2022


  Details
 Download PDF
6. Satire identification in Turkish news articles based on ensemble of classifiers
2020


  Details
 Download PDF
Turkish Journal of Electrical Engineering and Computer Science

Field :   Mühendislik

Journal Type :   Uluslararası

Metrics
Article : 2.879
Cite : 1.402
2023 Impact : 0.016
Details
Turkish Journal of Electrical Engineering and Computer Science